J. Ross Beveridge

Efficient Label Collection for Unlabeled Image Datasets

Visual classifiers are part of many applications including surveillance, autonomous navigation and scene understanding. The raw data used to train these classifiers is abundant and easy to collect but lacks labels. Labels are necessary for training supervised classifiers, but the labeling process re…